Dev tools · alternatives · 2026

24 alternatives to Datapane – Build data science documents using Python

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Datapane – Build data science documents using Python launched in 2021; newer entries below may have overtaken it.

1. 1DA
   Datapane – A new way to build reports, dashboards, and apps in Python▲55

   Hello HN! We’re Leo and Mandeep, founders of Datapane (https://datapane.com). We're building a way to create reports, dashboards, and web apps from your existing data using Python. Think of it as a combination of React and htmx, specifically designed for the Python data stack. Our GitHub is https://github.com/datapane/datapane and you can try building a report or app in ~2 minutes on Codespaces: https://try.datapane.com We started building Datapane at our previous start-up, where we struggled to deliver ML model results to clients. Much to our…

   2023 · its alternatives →

2. 2
   Datapane▲73

   Build and publish interactive data reports using Python

   2020 · docs.datapane.com · its alternatives →

3. 3
   Datamatic▲156

   Editable data visualizations for the web

   2017 · datamatic.io · its alternatives →

4. 4
   Data Science from Scratch▲76

   Data Science and Python, starting at zero

   2015 · joelgrus.com · its alternatives →

5. 5
   NotebookJS▲109

   Scientific computation for JavaScript

   2016 · datazar.com · its alternatives →

6. 6
   Datanitro▲61

   Build Better Spreadsheets with Python

   2014 · its alternatives →

7. 7
   I built a spreadsheet app with Python to make data science easier▲84

   Today I'm open sourcing "Grid studio", a web-based spreadsheet application with full integration of the Python programming language.

   2019 · hackernoon.com · its alternatives →

8. 8
   Beaker Notebook▲93

   The polyglot’s universal translator for data science

   2015 · its alternatives →

9. 9
   BigGorilla▲5

   Data Integration and Data Preparation in Python

   2017 · biggorilla.org · its alternatives →

10. 10
    Data Analysis with Open Source Tools▲69

    How to think about data

    2015 · amazon.com · its alternatives →

11. 11AO
    An Opinionated Project Template for Data Science in Python▲6

    2016 · drivendata.github.io · its alternatives →

12. 12
    MatrixDS▲79

    The data community's workbench

    2018 · its alternatives →

13. 13
    Tinker▲16

    Building a computer program that learns from data

    2016 · playground.tensorflow.org · its alternatives →

14. 14
    Rodeo▲4

    A data science IDE for Python

    2015 · its alternatives →

15. 15GA
    Guietta, a new module to quickly assemble Python GUIs▲6

    2020 · guietta.readthedocs.io · its alternatives →

16. 16DA
    Docbag – an open-source document generation library written in Java▲6

    2014 · docbag.org · its alternatives →

17. 17CP
    CodeStruct – Python programming environment for novices after Scratch▲9

    2022 · code-struct.vercel.app · its alternatives →

18. 18ND
    New data visualization tool and why we made it▲9

    2014 · blog.spritesapp.com · its alternatives →

19. 19
    Ivy▲6

    A static website generator built in Python

    2018 · its alternatives →

20. 20SD
    Small data preparation▲9

    2015 · vpj.github.io · its alternatives →

21. 21DI
    Datarow.io – an easy to use data integration platform▲7

    2019 · datarow.io · its alternatives →

22. 22MA
    Molten, a modern API framework for Python▲7

    2018 · moltenframework.com · its alternatives →

23. 23
    Ekati – A Database (Early)▲9

    2020 · github.com · its alternatives →

24. 24BE
    Blabr – Embedding scientific computation in your site▲6

    2015 · blabr.org · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →